conftrace_

self-interpretable model

3 papers

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Co-occurring keywords · papers mentioning both

symbolic neural model (1) individual treatment effect estimation (1) constituency tree (1) faithful explanation (1) counterfactual inference (1) rule-based explanation (1) bayesian deep learning (1) tabular data (1) counterfactual explanation (1) variational bayesian (1)

Papers

DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation ICML 2024 A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification ICLR 2023 Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023